Cong Shen

Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Autoencoder-Based Constellation Design for AirComp in Wireless Federated Learning.

[BibT_eX]

[DOI]

Xizixiang Wei

Proceedings of the IEEE International Conference on Communications, 2024

Advancing RAN Slicing with Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

2023

Performance Optimization for Noise Interference Privacy Protection in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., October, 2023

On the Convergence of Hybrid Server-Clients Collaborative Training.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., March, 2023

Reward Teaching for Federated Multiarmed Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2023

Differentially Private Wireless Federated Learning Using Orthogonal Sequences.

[BibT_eX]

[DOI]

CoRR, 2023

Joint Client Assignment and UAV Route Planning for Indirect-Communication Federated Learning.

[BibT_eX]

[DOI]

Jieming Bian

CoRR, 2023

Cross-Layer Federated Learning Optimization in MIMO Networks.

[BibT_eX]

[DOI]

Christopher G. Brinton

CoRR, 2023

Federated Linear Bandits with Finite Adversarial Actions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The 9th SIGKDD International Workshop on Mining and Learning from Time Series.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Reward Teaching for Federated Multi-armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

On High-dimensional and Low-rank Tensor Bandits.

[BibT_eX]

[DOI]

Nicholas D. Sidiropoulos

Proceedings of the IEEE International Symposium on Information Theory, 2023

Exploiting Feature Heterogeneity for Improved Generalization in Federated Multi-task Learning.

[BibT_eX]

[DOI]

Renpu Liu

Proceedings of the IEEE International Symposium on Information Theory, 2023

Provably Efficient Offline Reinforcement Learning with Perturbed Data Sources.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Near-optimal Conservative Exploration in Reinforcement Learning under Episode-wise Constraints.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

FLORAS: Differentially Private Wireless Federated Learning Using Orthogonal Sequences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Communication and Storage Efficient Federated Split Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

MIMO Beamforming and Signal Modulation Design for Federated Learning Optimization.

[BibT_eX]

[DOI]

Christopher G. Brinton

Proceedings of the IEEE Global Communications Conference, 2023

Teaching Reinforcement Learning Agents via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

Federated Learning via Indirect Server-Client Communications.

[BibT_eX]

[DOI]

Jieming Bian

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

Offline Reinforcement Learning for Wireless Network Optimization with Mixture Datasets.

[BibT_eX]

[DOI]

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Tx-Rx Reciprocity Calibration for Hybrid Massive MIMO Systems.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

On Top-k Selection From m-Wise Partial Rankings via Borda Counting.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2022

Joint Optimal Quantization and Aggregation of Federated Learning Scheme in VANETs.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Federated Learning Over Noisy Channels: Convergence Analysis and Design Examples.

[BibT_eX]

[DOI]

Xizixiang Wei

IEEE Trans. Cogn. Commun. Netw., 2022

MARS: Assisting Human with Information Processing Tasks Using Machine Learning.

[BibT_eX]

[DOI]

Zhaozhi Qian

Alihan Hüyük

ACM Trans. Comput. Heal., 2022

8th SIGKDD International Workshop on Mining and Learning from Time Series - Deep Forecasting: Models, Interpretability, and Applications.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Optimizing Federated Averaging over Fading Channels.

[BibT_eX]

[DOI]

Yonina C. Eldar

Proceedings of the IEEE International Symposium on Information Theory, 2022

Cascading Bandits with Two-Level Feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2022

Learning for Robust Combinatorial Optimization: Algorithm and Application.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

A Self-Play Posterior Sampling Algorithm for Zero-Sum Markov Games.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

On Federated Learning with Energy Harvesting Clients.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

On the Convergence of Hybrid Federated Learning with Server-Clients Collaborative Training.

[BibT_eX]

[DOI]

Proceedings of the 56th Annual Conference on Information Sciences and Systems, 2022

Multi-Agent Reinforcement Learning for Wireless User Scheduling: Performance, Scalablility, and Generalization.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Dynamic Aggregation for Heterogeneous Quantization in Federated Learning.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Multi-Player Multi-Armed Bandits With Collision-Dependent Reward Distributions.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2021

Collaborative Service Placement for Edge Computing in Dense Small Cell Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2021

On No-Sensing Adversarial Multi-Player Multi-Armed Bandits With Collision Communications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2021

Design and Analysis of Uplink and Downlink Communications for Federated Learning.

[BibT_eX]

[DOI]

Sihui Zheng

Xiang Chen

IEEE J. Sel. Areas Commun., 2021

Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2021

(Almost) Free Incentivized Exploration from Decentralized Learning Agents.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Heterogeneous Multi-player Multi-armed Bandits: Closing the Gap and Generalization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Federated Linear Contextual Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

An Attackability Perspective on No-Sensing Adversarial Multi-player Multi-armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2021

Federated Learning over Noisy Channels.

[BibT_eX]

[DOI]

Xizixiang Wei

Proceedings of the ICC 2021, 2021

On Energy Efficient Uplink Multi-User MIMO with Shared LNA Control.

[BibT_eX]

[DOI]

Pengkai Zhao

Xiliang Luo

Proceedings of the ICC 2021, 2021

A Machine Learning Approach for Rate Prediction in Multicast File-stream Distribution Networks.

[BibT_eX]

[DOI]

Yuanlong Tan

Malathi Veeraraghavan

Proceedings of the IEEE Global Communications Conference, 2021

Federated Multi-armed Bandits with Personalization.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

SDF-Bayes: Cautious Optimism in Safe Dose-Finding Clinical Trials with Drug Combinations and Heterogeneous Patient Groups.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

Federated Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Improved Low-Resolution Quantized SIMO Estimation via Deep Learning.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

Collaborative Multi-Agent Multi-Armed Bandit Learning for Small-Cell Caching.

[BibT_eX]

[DOI]

Xianzhe Xu

Meixia Tao

IEEE Trans. Wirel. Commun., 2020

Cost-Aware Cascading Bandits.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2020

Towards Optimal Power Control via Ensembling Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2020

On Scheduling Policies With Heavy-Tailed Dynamics in Wireless Queueing Systems.

[BibT_eX]

[DOI]

IEEE Access, 2020

Robust Recursive Partitioning for Heterogeneous Treatment Effects with Uncertainty Quantification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Deep Reinforcement Learning based Wireless Network Optimization: A Comparative Study.

[BibT_eX]

[DOI]

Tie Liu

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Federated Learning with Heterogeneous Quantization.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE/ACM Symposium on Edge Computing, 2020

Learning for Dose Allocation in Adaptive Clinical Trials with Safety Constraints.

[BibT_eX]

[DOI]

Sofia S. Villar

Proceedings of the 37th International Conference on Machine Learning, 2020

Stochastic Linear Contextual Bandits with Diverse Contexts.

[BibT_eX]

[DOI]

Weiqiang Wu

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Decentralized Multi-player Multi-armed Bandits with No Collision Information.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Contextual Constrained Learning for Dose-Finding Clinical Trials.

[BibT_eX]

[DOI]

Hyun-Suk Lee

James Jordon

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

MIMO Receive Antenna Selection via Deep Learning and Greedy Adaptation.

[BibT_eX]

[DOI]

Donghao Li

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

Thresholded Wirtinger Flow for Fast Millimeter Wave Beam Alignment.

[BibT_eX]

[DOI]

Chao Gan

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

A Non-Stationary Online Learning Approach to Mobility Management.

[BibT_eX]

[DOI]

Yiming Zhou

IEEE Trans. Wirel. Commun., 2019

Universal Best Arm Identification.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2019

Cost-Aware Learning and Optimization for Opportunistic Spectrum Access.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2019

A Regression Approach to Certain Information Transmission Problems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

A Cascading Bandit Approach To Efficient Mobility Management In Ultra-Dense Networks.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Online Learning with Diverse User Preferences.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2019

Power Control for Interference Management via Ensembling Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CIC International Conference on Communications in China, 2019

Privacy-Aware Edge Computing Based on Adaptive DNN Partitioning.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018

Designing Security-Aware Incentives for Computation Offloading via Device-to-Device Communication.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2018

Regional Multi-Armed Bandits With Partial Informativeness.

[BibT_eX]

[DOI]

Ruida Zhou

IEEE Trans. Signal Process., 2018

Generalized Global Bandit and Its Application in Cellular Coverage Optimization.

[BibT_eX]

[DOI]

Ruida Zhou

Cem Tekin

IEEE J. Sel. Top. Signal Process., 2018

An Iterative BP-CNN Architecture for Channel Decoding.

[BibT_eX]

[DOI]

Fei Liang

Feng Wu

IEEE J. Sel. Top. Signal Process., 2018

Multilevel Diversity Coding with Secure Regeneration: Separate Coding Achieves the MBR Point.

[BibT_eX]

[DOI]

Entropy, 2018

New results on multilevel diversity coding with secure regeneration.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2018

Downlink Multi-User MIMO Precoding Design Via Signal-Over-Leakage Capacity.

[BibT_eX]

[DOI]

IEEE Access, 2018

A Non-Stationary Online Learning Approach to Mobility Management.

[BibT_eX]

[DOI]

Yiming Zhou

Xiliang Luo

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Small Cell Power Assignment with Unimodal Continuum-Armed Bandit Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Exploiting Noise Correlation for Channel Decoding with Convolutional Neural Networks.

[BibT_eX]

[DOI]

Fei Liang

Feng Wu

Proceedings of the 2018 IEEE International Conference on Communications, 2018

How to Interconnect for Massive Mimo Self-Calibration?

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Sparse Spectrum Reuse in HetNets with Relays.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2018

Opportunistic Spectrum Access via Good Arm Identification.

[BibT_eX]

[DOI]

Ziyu Ying

Proceedings of the 2018 IEEE Global Conference on Signal and Information Processing, 2018

Regional Multi-Armed Bandits.

[BibT_eX]

[DOI]

Ruida Zhou

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018

2017

A Scalable Framework for CSI Feedback in FDD Massive MIMO via DL Path Aligning.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2017

On the Tradeoff Region of Secure Exact-Repair Regenerating Codes.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Small Cell Transmit Power Assignment Based on Correlated Bandit Learning.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2017

On Energy Efficient Uplink Multi-User MIMO with Shared LNA Control.

[BibT_eX]

[DOI]

CoRR, 2017

Online Geographical Load Balancing for Energy-Harvesting Mobile Edge Computing.

[BibT_eX]

[DOI]

CoRR, 2017

A Learning Approach to Frequent Handover Mitigations in 3GPP Mobility Protocols.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

A Cyber-Physical Design for Indoor Temperature Monitoring Using Wireless Sensor Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Aligning DL paths for scalable CSI feedback in FDD massive MIMO.

[BibT_eX]

[DOI]

Proceedings of the 13th International Wireless Communications and Mobile Computing Conference, 2017

On scheduling policies in the presence of heavy-tailed interference.

[BibT_eX]

[DOI]

Hang Wu

Proceedings of the 2017 Information Theory and Applications Workshop, 2017

DL CSI acquisition and feedback in FDD massive MIMO via path aligning.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

Learn to adapt: Self-optimizing small cell transmit power with correlated bandit learning.

[BibT_eX]

[DOI]

Xiliang Luo

Proceedings of the IEEE International Conference on Communications, 2017

On the effective capacities of distributed and co-located large-scale antenna systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2017

2016

A Non-Stochastic Learning Approach to Energy Efficient Mobility Management.

[BibT_eX]

[DOI]

Cem Tekin

IEEE J. Sel. Areas Commun., 2016

Less is More: Participation Incentives in D2D-enhanced Mobile Edge Computing under Infectious DDoS Attacks.

[BibT_eX]

[DOI]

CoRR, 2016

DARC: Timely Classification with Randomly Delayed Features.

[BibT_eX]

[DOI]

Qi Cai

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Silence is Gold: Strategic Interference Mitigation Using Tokens in Heterogeneous Small Cell Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2015

An uplink interference analysis for massive MIMO systems with MRC and ZF receivers.

[BibT_eX]

[DOI]

Ning Liang

Wenyi Zhang

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

2014

Silence is gold: Strategic small cell interference management using tokens.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2014

2011

Hybrid ARQ in Multiple-Antenna Slow Fading Channels: Performance Limits and Optimal Linear Dispersion Code Design.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Opportunistic Spatial Orthogonalization and Its Application in Fading Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2011

2009

On the average rate performance of hybrid-ARQ in quasi-static fading channels.

[BibT_eX]

[DOI]

Tie Liu

IEEE Trans. Commun., 2009

Dynamic spatial spectrum access with opportunistic orthogonalization.

[BibT_eX]

[DOI]

Proceedings of the 43rd Annual Conference on Information Sciences and Systems, 2009

2008

Optimal Resource Allocation for Multimedia Applications over Multiaccess Fading Channels.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2008

MIMO-OFDM Beamforming for Improved Channel Estimation.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2008

A utility maximization approach to the design of unequal error protection with multilevel codes.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Aggressive Transmission with ARQ in Quasi-Static Fading Channels.

[BibT_eX]

[DOI]

Tie Liu

Proceedings of IEEE International Conference on Communications, 2008

On the Design of Modern Multilevel Coded Modulation for Unequal Error Protection.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2008

Hybrid ARQ schemes in multiple-antenna slow fading channels: A capacity perspective.

[BibT_eX]

[DOI]

Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007

Generalized Soft-Output Layered Orthogonal Lattice Detector for Golden Code.

[BibT_eX]

[DOI]

Massimiliano Siti

Proceedings of the IEEE Wireless Communications and Networking Conference, 2007

Optimal Resource Allocation in Wireless Multiaccess Video Transmissions.

[BibT_eX]

[DOI]